Analysis of a Master-Slave Architecture for Distributed Evolutionary Computations

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@Article{Dubreuil:2006:SMC,

• author = "Marc Dubreuil and Christian Gagne and Marc Parizeau",
• title = "Analysis of a Master-Slave Architecture for Distributed Evolutionary Computations",
• journal = "IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics",
• year = "2006",
• volume = "36",
• number = "1",
• pages = "229--235",
• month = feb,
• keywords = "genetic algorithms, genetic programming, Master-Slave Architecture, Evolutionary Computations, Distributed BEAGLE, C++ language, client-server systems, evolutionary computation, workstation clusters, C++ framework, distributed evolutionary computation, local area workstation networks",
• ISSN = "1083-4419",
• URL = "http://vision.gel.ulaval.ca/~parizeau/Publications/SMC06.pdf",
• DOI = "doi:10.1109/TSMCB.2005.856724",
• size = "7 pages",
• abstract = "a new mathematical model of the master-slave architecture for distributed evolutionary computations (EC). This model is validated using a concrete implementation based on the Distributed BEAGLE C++ framework. Results show that contrary to (current) popular belief, master-slave architectures are able to scale well over local area networks of workstations using off-the-shelf networking equipment. The main properties of the master-slave are also compared with those of the more mainstream island-model.",

}

Genetic Programming entries for Marc Dubreuil Christian Gagne Marc Parizeau

Citations